Methods, systems, and apparatuses, including computer programs encoded on computer-readable media, for advertisement keyword scoring. A processing circuit receives a request for an advertisement to be provided to a user during a user session. The advertisement is to be provided alongside other content that is associated with a first plurality of keywords. A processing circuit identifies a plurality of advertisements based on the first plurality of keywords. Each of the plurality of advertisements are associated with a second plurality of keywords. The processing circuit calculates a keyword score for each of the second plurality of keywords for each of the plurality of advertisements. Based on the keyword score, one of the keywords for each of the plurality of the plurality of advertisements is selected. Based on a comparison of the selected keywords, the advertisement to be provided to the user is selected.
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1. A system to provide network activity performance data in content selection infrastructure, comprising: one or more processors that execute a keyword retrieval module and a scoring module, the one or more processors configured to: identify a content campaign comprising a content item provided by a content provider device, the content item comprising a plurality of keywords input by a content provider via an interface, the plurality of keywords comprising at least two different keywords selected by the content provider for use in online content selection; determine an effect a keyword of the plurality of keywords has on the online content selection for the content campaign based on a separate keyword score calculated for each of the plurality of keywords, the content item of the content campaign configured for selection responsive to a content item score determined from one and only one of the separate keyword score calculated for each of the plurality of keywords being a highest calculated keyword score among the separate keyword score calculated for each of the plurality of keywords; and generate, based on selection of the content item using the highest calculated keyword score, a report indicating a performance metric of at least one of the plurality of keywords.
2. The system of claim 1 , wherein the one or more processors are further configured to: predict the effect the selected keyword of the plurality of keywords has on the content campaign; and generate the report with a prediction of the performance metric of the at least one of the plurality of keywords.
3. The system of claim 1 , wherein the one or more processors are further configured to: receive input corresponding to an addition, deletion or change of the keyword to the content item; perform the addition, deletion or change to the content item; and calculate, responsive to a request for content, a keyword score for each of the plurality of keywords of the content item.
4. The system of claim 1 , wherein the one or more processors are further configured to: generate the report indicating a click through rate or conversion rate for one or more keywords of the plurality of keywords.
5. The system of claim 1 , wherein the one or more processors are further configured to: provide a user interface to receive an addition, deletion or change of a keyword; generate the report containing a second performance metric based on the addition, deletion, or change of the keyword; and display, via the user interface, the report to a publisher device.
6. The system of claim 1 , wherein the one or more processors are further configured to: calculate the keyword score of each of the plurality of keywords based on at least one of a quality score, a semantic word cluster, a predicted click through rate, or a content vertical.
7. The system of claim 1 , wherein the effect is at least one of a click through rate or conversion rate.
8. The system of claim 1 , wherein calculating the keyword score is based on one or more web pages selected by a publisher device.
9. The system of claim 1 , wherein the one or more processors are further configured to: generate, based on selection of the highest determined keyword score, the report indicating the performance metric of the content campaign.
10. The system of claim 1 , wherein the one or more processors are further configured to: generate the report comprising a comparison of the performance metric before an addition, deletion or change of a subset of the plurality of keywords, and the metric after the addition, deletion or change of the subset of the plurality of keywords.
11. A method of providing network activity performance data in content selection infrastructure, comprising: identifying, by a system comprising one or more processors that execute a keyword retrieval module and a scoring module, a content campaign comprising a content item provided by a content provider device, the content item comprising a plurality of keywords input by a content provider via an interface, the plurality of keywords comprising at least two different keywords selected by the content provider for use in online content selection; determining, by the system, an effect a keyword of the plurality of keywords has on the online content selection for the content campaign based on a separate keyword score calculated for each of the plurality of keywords, the content item of the content campaign selected responsive to a content item score determined from one and only one of the separate keyword score calculated for each of the plurality of keywords being a highest calculated keyword score among the separate keyword score calculated for each of the plurality of keywords; and generating, by the system, based on selection of the content item using the highest calculated keyword score, a report indicating a performance metric of at least one of the plurality of keywords.
12. The method of claim 11 , comprising: predicting the effect the selected keyword of the plurality of keywords has on the content campaign; and generating the report with a prediction of the performance metric of the at least one of the plurality of keywords.
13. The method of claim 11 , comprising: receiving input corresponding to an addition, deletion or change of the keyword to the content item; performing the addition, deletion or change to the content item; and calculating, responsive to a request for content, a keyword score for each of the plurality of keywords of the content item.
14. The method of claim 11 , comprising: generating the report indicating a click through rate or conversion rate for one or more keywords of the plurality of keywords.
15. The method of claim 11 , comprising: providing a user interface to receive an addition, deletion or change of a keyword; generating the report containing a second performance metric based on the addition, deletion, or change of the keyword; and displaying, via the user interface, the report to a publisher device.
16. The method of claim 11 , comprising: calculating the keyword score of each of the plurality of keywords based on at least one of a quality score, a semantic word cluster, a predicted click through rate, or a content vertical.
17. The method of claim 11 , wherein the effect is at least one of a click through rate or conversion rate.
18. The method of claim 11 , comprising: calculating the keyword score is based on one or more web pages selected by a publisher device.
19. The method of claim 11 , comprising: generating, based on selection of the highest determined keyword score, the report indicating the performance metric of the content campaign.
20. The method of claim 11 , comprising: generating the report comprising a comparison of the performance metric before an addition, deletion or change of a subset of the plurality of keywords, and the metric after the addition, deletion or change of the subset of the plurality of keywords.
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September 29, 2017
April 7, 2020
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